# Copyright 2019 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# NOTE: This file is auto generated by the elixir code generator program.
# Do not edit this file manually.

defmodule GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlImageSegmentationInputs do
  @moduledoc """


  ## Attributes

  *   `baseModelId` (*type:* `String.t`, *default:* `nil`) - The ID of the `base` model. If it is specified, the new model will be trained based on the `base` model. Otherwise, the new model will be trained from scratch. The `base` model must be in the same Project and Location as the new Model to train, and have the same modelType.
  *   `budgetMilliNodeHours` (*type:* `String.t`, *default:* `nil`) - The training budget of creating this model, expressed in milli node hours i.e. 1,000 value in this field means 1 node hour. The actual metadata.costMilliNodeHours will be equal or less than this value. If further model training ceases to provide any improvements, it will stop without using the full budget and the metadata.successfulStopReason will be `model-converged`. Note, node_hour = actual_hour * number_of_nodes_involved. Or actual_wall_clock_hours = train_budget_milli_node_hours / (number_of_nodes_involved * 1000) For modelType `cloud-high-accuracy-1`(default), the budget must be between 20,000 and 2,000,000 milli node hours, inclusive. The default value is 192,000 which represents one day in wall time (1000 milli * 24 hours * 8 nodes).
  *   `modelType` (*type:* `String.t`, *default:* `nil`) - 
  """

  use GoogleApi.Gax.ModelBase

  @type t :: %__MODULE__{
          :baseModelId => String.t() | nil,
          :budgetMilliNodeHours => String.t() | nil,
          :modelType => String.t() | nil
        }

  field(:baseModelId)
  field(:budgetMilliNodeHours)
  field(:modelType)
end

defimpl Poison.Decoder,
  for:
    GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlImageSegmentationInputs do
  def decode(value, options) do
    GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlImageSegmentationInputs.decode(
      value,
      options
    )
  end
end

defimpl Poison.Encoder,
  for:
    GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlImageSegmentationInputs do
  def encode(value, options) do
    GoogleApi.Gax.ModelBase.encode(value, options)
  end
end
